Processes

Develop claim policy rules

How develop claim policy rules are reshaped as AGI capability advances.

ProcessesDevelop claim policy rules
Develop claim policy rules — illustrated

Business-as-Code

Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.

Develop claim policy rules sits inside a larger value-flow — 1 parent structure it composes into. The hierarchy is grounding, not the story: it tells you which aggregate exposure Develop claim policy rules inherits.

Where Develop claim policy rules sits

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How the work flows

Trigger: A regulatory update, new health plan design, or scheduled clinical review initiates the need for a new or modified claim adjudication rule.

  1. Identify the need for a new or updated claim policy
  2. Draft clinical and administrative policy logic based on medical guidelines and contract terms
  3. Assess the financial and operational impact of the proposed rule changes
  4. Obtain medical and administrative committee approval for the policy
  5. Translate the approved policy into system-executable adjudication rules
  6. Test rule execution against historical claim data in a staging environment
  7. Deploy the validated rules to the production claim processing system

Outcome: Approved claim policy rules are active in the core adjudication system to accurately automate and standardize claims processing.

Measured by

Rule Development Cycle TimeRule Deployment Error RateAuto-Adjudication RatePolicy Implementation Cost